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author:

Chen, C.-L. (Chen, C.-L..) [1] | Huang, Q.-Y. (Huang, Q.-Y..) [2] | Zhou, M. (Zhou, M..) [3] | Huang, D.-C. (Huang, D.-C..) [4] | Liu, L.-C. (Liu, L.-C..) [5] | Deng, Y.-Y. (Deng, Y.-Y..) [6]

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Scopus

Abstract:

When people observe pictures, different pictures will generate different emotions, and the painters often convey emotional energy to the audience through the media. Through the effect of this emotional transfer, people get emotional satisfaction psychologically, and the author can better express the emotion he needs to express by using the principle. For those who do not know art appreciation, it is difficult to accurately describe the feelings brought by pictures and describe them accurately. It is also difficult to quickly and accurately find the picture of the corresponding feeling sought by oneself. This paper presents a quantitative picture emotion analysis method. Based on the analysis of the characteristics and colors of the pictures that arouse people's emotions, the classification planning is carried out in RGB space and HSV color space respectively. And the combination analysis of the color features with strong influence is carried out to select a more appropriate color space for the expression of human feelings. At the same time, the paper also discusses the effect of the black-and-white filling and the brightness saturation of the image. Finally, it makes use of the corresponding design principles to carry out a quantitative analysis of the emotion generated by it. The system performs a combined analysis of a picture from these directions and presents the results to the user. © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2023.

Keyword:

Color classification Color psychology Emotion analysis Picture recognition

Community:

  • [ 1 ] [Chen C.-L.]School of Information Engineering, Changchun Sci-Tech University, Jilin Province, Changchun, 130600, China
  • [ 2 ] [Chen C.-L.]Department of Computer Science and Information Engineering, Chaoyang University of Technology, Taichung City, 413310, Taiwan
  • [ 3 ] [Huang Q.-Y.]Xiamen Academy of Arts and Design, Fuzhou University, Fujian, Xiamen, 361024, China
  • [ 4 ] [Zhou M.]School of Computer and Information Engineering, Xiamen University of Technology, Fujian, Xiamen, 361024, China
  • [ 5 ] [Huang D.-C.]Department of Computer Science and Engineering, National Chung-Hsing University, Taichung, 402, Taiwan
  • [ 6 ] [Liu L.-C.]Department of Computer Science and Engineering, National Chung-Hsing University, Taichung, 402, Taiwan
  • [ 7 ] [Deng Y.-Y.]Department of Computer Science and Information Engineering, Chaoyang University of Technology, Taichung City, 413310, Taiwan

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Source :

Multimedia Tools and Applications

ISSN: 1380-7501

Year: 2024

Issue: 19

Volume: 83

Page: 57243-57267

3 . 0 0 0

JCR@2023

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 4

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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